From e1d3670bdd42e4735368b73d5c9093ba22fb69a3 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Mon, 12 Apr 2021 21:19:21 +0000 Subject: [PATCH] {chore: autopublish 2021-04-12T21:19:21Z} --- README.md | 24 ++++++------- generated_wiki/other_models.md | 62 +++++++++++++++++----------------- 2 files changed, 43 insertions(+), 43 deletions(-) diff --git a/README.md b/README.md index c62face..5fae1e7 100644 --- a/README.md +++ b/README.md @@ -43,18 +43,18 @@ ___ ## Other Models ([Wiki](https://github.com/firmai/financial-machine-learning/wiki/other_models)) -| repo | comment | created_at | last_commit | star_count | repo_status | rating | -|:-----------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------|:--------------------------|:------------------------|:------------------------------------|:--------------------| -| [Hands-On-Machine-Learning-for-Algorithmic-Trading](https://github.com/PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading) | repo for book [hands-on-machine learning for algorithmic trading](https://www.packtpub.com/product/hands-on-machine-learning-for-algorithmic-trading/9781789346411) covering topic from data| unsupervised learning| NPL | RNN & CNN| reinforcement learning etc. Leverage zipline|alphalens|sklearn|openai-gym etc as well. Good references to have | 5/7/19 11:04 | 1/19/21 7:51 | 600.0 | :heavy_check_mark: | :star:x5 | -| [CryptoBot](https://github.com/AdeelMufti/CryptoBot) | Hard fork of [bitpredit](https://github.com/cbyn/bitpredict) and form the trading strategy as a classification problem with -1 (sell) 0 (hold) 1 (buy). Models used are XGBClassifier|RandomForest|GradientBoosting. Not mentained | 1/17/17 12:44 | 1/17/17 12:48 | 234.0 | :heavy_multiplication_x: | :star:x2 | -| [Trend Following](http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html) | A futures trend following portfolio investment strategy. | nan | nan | nan | :heavy_check_mark: | | -| [awesome-ai-in-finance](https://github.com/georgezouq/awesome-ai-in-finance) | NEW | 8/29/18 2:07 | 11/27/20 9:43 | 941.0 | :heavy_check_mark: | | -| [Scikit-learn Stock Prediction](https://github.com/robertmartin8/MachineLearningStocks) | Using python and scikit-learn to make stock predictions. | 2/12/17 4:50 | 2/4/21 3:48 | 931.0 | :heavy_check_mark: | | -| [AlphaPy](https://github.com/ScottfreeLLC/AlphaPy) | NEW | 2/14/16 0:47 | 2/8/21 21:35 | 576.0 | :heavy_check_mark: | | -| [MathAndScienceNotes](https://github.com/melling/MathAndScienceNotes) | Collections of news/articles on various topics including quant trading and machine learning. Some articles are from [ycombinator message board](https://news.ycombinator.com/news) and [rediit algotrading forum](https://www.reddit.com/r/algotrading/) | 3/11/16 19:13 | 12/21/20 3:54 | 460.0 | :heavy_check_mark: | | -| [Fundamental LT Forecasts](https://github.com/Hvass-Labs/FinanceOps) | Research in investment finance for long term forecasts. | 7/22/18 8:14 | 2/17/21 14:39 | 383.0 | :heavy_check_mark: | | -| [stock-trading-ml](https://github.com/yacoubb/stock-trading-ml) | NEW | 10/10/19 9:44 | 10/12/19 11:38 | 340.0 | :heavy_check_mark: | | -| [Mixture Models I](https://github.com/BlackArbsCEO/Mixture_Models) | Mixture models to predict market bottoms. | 3/20/17 18:54 | 4/25/17 23:35 | 31.0 | :heavy_multiplication_x: | | +| repo | comment | created_at | last_commit | star_count | repo_status | rating | +|:-----------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------|:--------------------------|:------------------------|:------------------------------------|:--------------------| +| [Hands-On-Machine-Learning-for-Algorithmic-Trading](https://github.com/PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading) | repo for book [hands-on-machine learning for algorithmic trading](https://www.packtpub.com/product/hands-on-machine-learning-for-algorithmic-trading/9781789346411) covering topic from data/unsupervised learning/NPL/RNN & CNN/reinforcement learning etc. Leverage zipline|alphalens|sklearn|openai-gym etc as well. Good references to have | 5/7/19 11:04 | 1/19/21 7:51 | 600.0 | :heavy_check_mark: | :star:x5 | +| [CryptoBot](https://github.com/AdeelMufti/CryptoBot) | Hard fork of [bitpredit](https://github.com/cbyn/bitpredict) and form the trading strategy as a classification problem with -1 (sell) 0 (hold) 1 (buy). Models used are XGBClassifier/RandomForest/GradientBoosting. Not mentained | 1/17/17 12:44 | 1/17/17 12:48 | 234.0 | :heavy_multiplication_x: | :star:x2 | +| [Trend Following](http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html) | A futures trend following portfolio investment strategy. | nan | nan | nan | :heavy_check_mark: | | +| [awesome-ai-in-finance](https://github.com/georgezouq/awesome-ai-in-finance) | NEW | 8/29/18 2:07 | 11/27/20 9:43 | 941.0 | :heavy_check_mark: | | +| [Scikit-learn Stock Prediction](https://github.com/robertmartin8/MachineLearningStocks) | Using python and scikit-learn to make stock predictions. | 2/12/17 4:50 | 2/4/21 3:48 | 931.0 | :heavy_check_mark: | | +| [AlphaPy](https://github.com/ScottfreeLLC/AlphaPy) | NEW | 2/14/16 0:47 | 2/8/21 21:35 | 576.0 | :heavy_check_mark: | | +| [MathAndScienceNotes](https://github.com/melling/MathAndScienceNotes) | Collections of news/articles on various topics including quant trading and machine learning. Some articles are from [ycombinator message board](https://news.ycombinator.com/news) and [rediit algotrading forum](https://www.reddit.com/r/algotrading/) | 3/11/16 19:13 | 12/21/20 3:54 | 460.0 | :heavy_check_mark: | | +| [Fundamental LT Forecasts](https://github.com/Hvass-Labs/FinanceOps) | Research in investment finance for long term forecasts. | 7/22/18 8:14 | 2/17/21 14:39 | 383.0 | :heavy_check_mark: | | +| [stock-trading-ml](https://github.com/yacoubb/stock-trading-ml) | NEW | 10/10/19 9:44 | 10/12/19 11:38 | 340.0 | :heavy_check_mark: | | +| [Mixture Models I](https://github.com/BlackArbsCEO/Mixture_Models) | Mixture models to predict market bottoms. | 3/20/17 18:54 | 4/25/17 23:35 | 31.0 | :heavy_multiplication_x: | | ## Data Processing Techniques and Transformations ([Wiki](https://github.com/firmai/financial-machine-learning/wiki/data_processing_techniques_and_transformations)) diff --git a/generated_wiki/other_models.md b/generated_wiki/other_models.md index 7b8eea8..f35a7c6 100644 --- a/generated_wiki/other_models.md +++ b/generated_wiki/other_models.md @@ -1,31 +1,31 @@ -| repo | comment | created_at | last_commit | star_count | repo_status | rating | -|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------------------------|:--------------------------|:------------------------|:------------------------------------|:--------------------| -| [Hands-On-Machine-Learning-for-Algorithmic-Trading](https://github.com/PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading) | repo for book [hands-on-machine learning for algorithmic trading](https://www.packtpub.com/product/hands-on-machine-learning-for-algorithmic-trading/9781789346411) covering topic from data| unsupervised learning| NPL | RNN & CNN| reinforcement learning etc. Leverage zipline|alphalens|sklearn|openai-gym etc as well. Good references to have | 5/7/19 11:04 | 1/19/21 7:51 | 600.0 | :heavy_check_mark: | :star:x5 | -| [CryptoBot](https://github.com/AdeelMufti/CryptoBot) | Hard fork of [bitpredit](https://github.com/cbyn/bitpredict) and form the trading strategy as a classification problem with -1 (sell) 0 (hold) 1 (buy). Models used are XGBClassifier|RandomForest|GradientBoosting. Not mentained | 1/17/17 12:44 | 1/17/17 12:48 | 234.0 | :heavy_multiplication_x: | :star:x2 | -| [Trend Following](http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html) | A futures trend following portfolio investment strategy. | nan | nan | nan | :heavy_check_mark: | | -| [awesome-ai-in-finance](https://github.com/georgezouq/awesome-ai-in-finance) | NEW | 8/29/18 2:07 | 11/27/20 9:43 | 941.0 | :heavy_check_mark: | | -| [Scikit-learn Stock Prediction](https://github.com/robertmartin8/MachineLearningStocks) | Using python and scikit-learn to make stock predictions. | 2/12/17 4:50 | 2/4/21 3:48 | 931.0 | :heavy_check_mark: | | -| [AlphaPy](https://github.com/ScottfreeLLC/AlphaPy) | NEW | 2/14/16 0:47 | 2/8/21 21:35 | 576.0 | :heavy_check_mark: | | -| [MathAndScienceNotes](https://github.com/melling/MathAndScienceNotes) | Collections of news/articles on various topics including quant trading and machine learning. Some articles are from [ycombinator message board](https://news.ycombinator.com/news) and [rediit algotrading forum](https://www.reddit.com/r/algotrading/) | 3/11/16 19:13 | 12/21/20 3:54 | 460.0 | :heavy_check_mark: | | -| [Fundamental LT Forecasts](https://github.com/Hvass-Labs/FinanceOps) | Research in investment finance for long term forecasts. | 7/22/18 8:14 | 2/17/21 14:39 | 383.0 | :heavy_check_mark: | | -| [stock-trading-ml](https://github.com/yacoubb/stock-trading-ml) | NEW | 10/10/19 9:44 | 10/12/19 11:38 | 340.0 | :heavy_check_mark: | | -| [Mixture Models I](https://github.com/BlackArbsCEO/Mixture_Models) | Mixture models to predict market bottoms. | 3/20/17 18:54 | 4/25/17 23:35 | 31.0 | :heavy_multiplication_x: | | -| [finance_ml](https://github.com/jjakimoto/finance_ml) | NEW | 6/29/18 21:21 | 2/18/19 12:34 | 282.0 | :heavy_multiplication_x: | | -| [Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original](https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original) | NEW | 11/15/19 8:51 | 1/21/21 7:56 | 279.0 | :heavy_check_mark: | | -| [Machine-Learning-and-AI-in-Trading](https://github.com/PyPatel/Machine-Learning-and-AI-in-Trading) | NEW | 8/30/17 6:14 | 10/29/19 8:14 | 261.0 | :heavy_check_mark: | | -| [ML_Finance_Codes](https://github.com/mfrdixon/ML_Finance_Codes) | NEW | 9/27/19 16:13 | 6/13/20 21:20 | 250.0 | :heavy_check_mark: | | -| [mlfinlab](https://github.com/hudson-and-thames/mlfinlab) | NEW | 2/13/19 16:57 | 4/12/21 10:50 | 2295.0 | :heavy_check_mark: | | -| [mosquito](https://github.com/miro-ka/mosquito) | NEW | 6/18/17 19:57 | 3/14/21 22:22 | 220.0 | :heavy_check_mark: | | -| [Short-Term Movement Cues](https://github.com/anfederico/Clairvoyant) | Identify social/historical cues for short term stock movement. | 9/12/16 18:38 | 8/29/18 20:27 | 2166.0 | :heavy_multiplication_x: | | -| [Machine-Learning-For-Finance](https://github.com/anthonyng2/Machine-Learning-For-Finance) | NEW | 7/11/17 9:09 | 2/21/18 5:36 | 205.0 | :heavy_multiplication_x: | | -| [Machine-Learning-for-Finance](https://github.com/PacktPublishing/Machine-Learning-for-Finance) | NEW | 3/15/18 6:28 | 1/14/21 15:58 | 180.0 | :heavy_check_mark: | | -| [Stock.Indicators](https://github.com/DaveSkender/Stock.Indicators) | NEW | 12/29/19 5:18 | 4/11/21 19:17 | 175.0 | :heavy_check_mark: | | -| [Pattern-Recognition-for-Forex-Trading](https://github.com/PythonProgramming/Pattern-Recognition-for-Forex-Trading) | NEW | 3/26/15 2:22 | 3/26/15 2:33 | 173.0 | :heavy_multiplication_x: | | -| [Machine-Learning-for-Algorithmic-Trading-Bots-with-Python](https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python) | NEW | 12/6/18 11:35 | 1/18/21 6:40 | 172.0 | :heavy_check_mark: | | -| [Mixture Models II](https://github.com/BlackArbsCEO/mixture_model_trading_public) | Mixture models and stock trading. | 12/11/17 17:05 | 5/13/20 23:50 | 166.0 | :heavy_check_mark: | | -| [surpriver](https://github.com/tradytics/surpriver) | NEW | 8/30/20 7:56 | 9/21/20 4:32 | 1189.0 | :heavy_check_mark: | | -| [botflow](https://github.com/kkyon/botflow) | NEW | 8/20/18 3:13 | 5/23/19 14:40 | 1165.0 | :heavy_check_mark: | | -| [fin-ml](https://github.com/tatsath/fin-ml) | NEW | 5/10/20 0:25 | 1/23/21 17:15 | 116.0 | :heavy_check_mark: | | -| [Microservices-Based-Algorithmic-Trading-System](https://github.com/saeed349/Microservices-Based-Algorithmic-Trading-System) | NEW | 1/6/20 0:21 | 3/31/20 13:02 | 104.0 | :heavy_check_mark: | | -| [Speculator](https://github.com/amicks/Speculator) | NEW | 9/3/17 17:43 | 9/12/18 18:58 | 101.0 | :heavy_multiplication_x: | | -| [Awesome-Quant-Machine-Learning-Trading](https://github.com/grananqvist/Awesome-Quant-Machine-Learning-Trading) | NEW | 11/5/18 21:09 | 10/8/20 16:48 | 1005.0 | :heavy_check_mark: | | \ No newline at end of file +| repo | comment | created_at | last_commit | star_count | repo_status | rating | +|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:--------------------------|:--------------------------|:------------------------|:------------------------------------|:--------------------| +| [Hands-On-Machine-Learning-for-Algorithmic-Trading](https://github.com/PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading) | repo for book [hands-on-machine learning for algorithmic trading](https://www.packtpub.com/product/hands-on-machine-learning-for-algorithmic-trading/9781789346411) covering topic from data/unsupervised learning/NPL/RNN & CNN/reinforcement learning etc. Leverage zipline|alphalens|sklearn|openai-gym etc as well. Good references to have | 5/7/19 11:04 | 1/19/21 7:51 | 600.0 | :heavy_check_mark: | :star:x5 | +| [CryptoBot](https://github.com/AdeelMufti/CryptoBot) | Hard fork of [bitpredit](https://github.com/cbyn/bitpredict) and form the trading strategy as a classification problem with -1 (sell) 0 (hold) 1 (buy). Models used are XGBClassifier/RandomForest/GradientBoosting. Not mentained | 1/17/17 12:44 | 1/17/17 12:48 | 234.0 | :heavy_multiplication_x: | :star:x2 | +| [Trend Following](http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html) | A futures trend following portfolio investment strategy. | nan | nan | nan | :heavy_check_mark: | | +| [awesome-ai-in-finance](https://github.com/georgezouq/awesome-ai-in-finance) | NEW | 8/29/18 2:07 | 11/27/20 9:43 | 941.0 | :heavy_check_mark: | | +| [Scikit-learn Stock Prediction](https://github.com/robertmartin8/MachineLearningStocks) | Using python and scikit-learn to make stock predictions. | 2/12/17 4:50 | 2/4/21 3:48 | 931.0 | :heavy_check_mark: | | +| [AlphaPy](https://github.com/ScottfreeLLC/AlphaPy) | NEW | 2/14/16 0:47 | 2/8/21 21:35 | 576.0 | :heavy_check_mark: | | +| [MathAndScienceNotes](https://github.com/melling/MathAndScienceNotes) | Collections of news/articles on various topics including quant trading and machine learning. Some articles are from [ycombinator message board](https://news.ycombinator.com/news) and [rediit algotrading forum](https://www.reddit.com/r/algotrading/) | 3/11/16 19:13 | 12/21/20 3:54 | 460.0 | :heavy_check_mark: | | +| [Fundamental LT Forecasts](https://github.com/Hvass-Labs/FinanceOps) | Research in investment finance for long term forecasts. | 7/22/18 8:14 | 2/17/21 14:39 | 383.0 | :heavy_check_mark: | | +| [stock-trading-ml](https://github.com/yacoubb/stock-trading-ml) | NEW | 10/10/19 9:44 | 10/12/19 11:38 | 340.0 | :heavy_check_mark: | | +| [Mixture Models I](https://github.com/BlackArbsCEO/Mixture_Models) | Mixture models to predict market bottoms. | 3/20/17 18:54 | 4/25/17 23:35 | 31.0 | :heavy_multiplication_x: | | +| [finance_ml](https://github.com/jjakimoto/finance_ml) | NEW | 6/29/18 21:21 | 2/18/19 12:34 | 282.0 | :heavy_multiplication_x: | | +| [Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original](https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original) | NEW | 11/15/19 8:51 | 1/21/21 7:56 | 279.0 | :heavy_check_mark: | | +| [Machine-Learning-and-AI-in-Trading](https://github.com/PyPatel/Machine-Learning-and-AI-in-Trading) | NEW | 8/30/17 6:14 | 10/29/19 8:14 | 261.0 | :heavy_check_mark: | | +| [ML_Finance_Codes](https://github.com/mfrdixon/ML_Finance_Codes) | NEW | 9/27/19 16:13 | 6/13/20 21:20 | 250.0 | :heavy_check_mark: | | +| [mlfinlab](https://github.com/hudson-and-thames/mlfinlab) | NEW | 2/13/19 16:57 | 4/12/21 10:50 | 2295.0 | :heavy_check_mark: | | +| [mosquito](https://github.com/miro-ka/mosquito) | NEW | 6/18/17 19:57 | 3/14/21 22:22 | 220.0 | :heavy_check_mark: | | +| [Short-Term Movement Cues](https://github.com/anfederico/Clairvoyant) | Identify social/historical cues for short term stock movement. | 9/12/16 18:38 | 8/29/18 20:27 | 2166.0 | :heavy_multiplication_x: | | +| [Machine-Learning-For-Finance](https://github.com/anthonyng2/Machine-Learning-For-Finance) | NEW | 7/11/17 9:09 | 2/21/18 5:36 | 205.0 | :heavy_multiplication_x: | | +| [Machine-Learning-for-Finance](https://github.com/PacktPublishing/Machine-Learning-for-Finance) | NEW | 3/15/18 6:28 | 1/14/21 15:58 | 180.0 | :heavy_check_mark: | | +| [Stock.Indicators](https://github.com/DaveSkender/Stock.Indicators) | NEW | 12/29/19 5:18 | 4/11/21 19:17 | 175.0 | :heavy_check_mark: | | +| [Pattern-Recognition-for-Forex-Trading](https://github.com/PythonProgramming/Pattern-Recognition-for-Forex-Trading) | NEW | 3/26/15 2:22 | 3/26/15 2:33 | 173.0 | :heavy_multiplication_x: | | +| [Machine-Learning-for-Algorithmic-Trading-Bots-with-Python](https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python) | NEW | 12/6/18 11:35 | 1/18/21 6:40 | 172.0 | :heavy_check_mark: | | +| [Mixture Models II](https://github.com/BlackArbsCEO/mixture_model_trading_public) | Mixture models and stock trading. | 12/11/17 17:05 | 5/13/20 23:50 | 166.0 | :heavy_check_mark: | | +| [surpriver](https://github.com/tradytics/surpriver) | NEW | 8/30/20 7:56 | 9/21/20 4:32 | 1189.0 | :heavy_check_mark: | | +| [botflow](https://github.com/kkyon/botflow) | NEW | 8/20/18 3:13 | 5/23/19 14:40 | 1165.0 | :heavy_check_mark: | | +| [fin-ml](https://github.com/tatsath/fin-ml) | NEW | 5/10/20 0:25 | 1/23/21 17:15 | 116.0 | :heavy_check_mark: | | +| [Microservices-Based-Algorithmic-Trading-System](https://github.com/saeed349/Microservices-Based-Algorithmic-Trading-System) | NEW | 1/6/20 0:21 | 3/31/20 13:02 | 104.0 | :heavy_check_mark: | | +| [Speculator](https://github.com/amicks/Speculator) | NEW | 9/3/17 17:43 | 9/12/18 18:58 | 101.0 | :heavy_multiplication_x: | | +| [Awesome-Quant-Machine-Learning-Trading](https://github.com/grananqvist/Awesome-Quant-Machine-Learning-Trading) | NEW | 11/5/18 21:09 | 10/8/20 16:48 | 1005.0 | :heavy_check_mark: | | \ No newline at end of file